I build small data tools that do one boring job well: turning public pages into clean rows you can actually use. No login, no subscription, no "book a demo". You pay per row, and a first test costs about a cent.
Everything runs on Apify, so you get CSV, JSON or Excel, an API, and it plugs into n8n, Make, Zapier or your AI agent (MCP).
What people use it for: tracking brand mentions, reading comments at scale, checking what competitors run as ads, watching prices. Or your boss wants "all the Telegram posts about us" in a spreadsheet by Friday. Yeah, that.
| Tool | What it does |
|---|---|
| Telegram Keyword Search | Find public posts that mention a brand or topic. AND / OR / NOT, views, language and media filters |
| Telegram Channel Scraper | Export a public channel's history to CSV or Excel, with views and reactions |
| Telegram New Posts Monitor | Only the new posts since last time, on a schedule |
| Tool | What it does |
|---|---|
| Facebook Comments Scraper | Comments and replies from public posts, reels and videos |
| Instagram Comments Scraper | Comments from public posts and reels |
| Facebook Groups Scraper | Posts from public Facebook groups, newest first |
| Facebook Group Post Search | Exact mentions of a brand inside public groups |
| Facebook Page Posts Scraper | Posts, reels and videos from public pages, with reactions and comments |
| Instagram Profile Scraper | Public profiles, posts and reels with engagement |
| Tool | What it does |
|---|---|
| Google Ads Transparency Scraper | What a competitor is running on Google, by domain or brand |
| TikTok Ads Library Scraper | Ads from the TikTok Ads Library |
| LinkedIn Ad Library Scraper | LinkedIn ads with targeting |
| Microsoft Ads Library Scraper | Bing and Microsoft ads |
| Tool | What it does |
|---|---|
| Taobao & Tmall Scraper | Products and prices by keyword, shop or link |
| Google Shopping Price Tracker | Price changes and sellers over time |
| Tool | What it does |
|---|---|
| Google SERP Scraper | Google results in bulk, cheap enough to feed an AI agent |
| Contact Page & Form Finder | Finds the contact page and form of any website |
| Repo | What it does |
|---|---|
| social-comments-sentiment | Facebook & Instagram comments → a sentiment and a topic for each one, in a CSV |
| facebook-groups-digest | Weekly digest of public Facebook groups: busiest posts and a Claude recap, to Slack every Monday |
| telegram-brand-monitor | New mentions of your brand in public Telegram channels, daily, free on GitHub Actions |
How I monitor brand mentions on Telegram (no account, no phone number) on Dev.to: search, filter, export, then turn it into a daily monitor.
What are people actually saying under that post? on Dev.to: Facebook & Instagram comments, a sentiment and a topic for each one, Claude vs VADER.
Need a source that isn't here, or something broke? Open an issue. I read them.
